Milan Petkovic

(Author)

Content-Based Video Retrieval: A Database Perspective (2004)Hardcover - 2004, 31 October 2003

Content-Based Video Retrieval: A Database Perspective (2004)
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Part of Series
Multimedia Systems and Applications
Part of Series
Kluwer International Series in Engineering and Computer Scie
Part of Series
Multimedia Systems and Applications Series
Print Length
151 pages
Language
English
Publisher
Springer
Date Published
31 Oct 2003
ISBN-10
1402076177
ISBN-13
9781402076176

Description

The area of content-based video retrieval is a very hot area both for research and for commercial applications. In order to design effective video databases for applications such as digital libraries, video production, and a variety of Internet applications, there is a great need to develop effective techniques for content-based video retrieval. One of the main issues in this area of research is how to bridge the semantic gap between low-Ievel features extracted from a video (such as color, texture, shape, motion, and others) and semantics that describe video concept on a higher level. In this book, Dr. Milan Petkovi6 and Prof. Dr. Willem Jonker have addressed this issue by developing and describing several innovative techniques to bridge the semantic gap. The main contribution of their research, which is the core of the book, is the development of three techniques for bridging the semantic gap: (1) a technique that uses the spatio-temporal extension of the Cobra framework, (2) a technique based on hidden Markov models, and (3) a technique based on Bayesian belief networks. To evaluate performance of these techniques, the authors have conducted a number of experiments using real video data. The book also discusses domains solutions versus general solution of the problem. Petkovi6 and Jonker proposed a solution that allows a system to be applied in multiple domains with minimal adjustments. They also designed and described a prototype video database management system, which is based on techniques they proposed in the book.

Product Details

Authors:
Milan PetkovicWillem Jonker
Book Edition:
2004
Book Format:
Hardcover
Country of Origin:
US
Date Published:
31 October 2003
Dimensions:
24.79 x 15.8 x 1.47 cm
ISBN-10:
1402076177
ISBN-13:
9781402076176
Language:
English
Location:
New York, NY
Pages:
151
Publisher:
Weight:
421.84 gm

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